Atmospheric pressure as well as the air density decreases with the altitude and this is mainly associated with the gravity that keeps more atmospheric mass near to the earth surface and it decreases upward. Higher you go in the altitude (say 100 m in your case) less air remains above u thats why you observe less pressure.